System and methods for building statistical models of malicious elements of web pages
AssigneeAO Kaspersky Lab
InventorsOleg V. Kupreev, Anton B. Galchenko, Mikhail V. Ustinov, Vitaly V. Kondratov, Vladimir A. Kuskov
Life of this patent
Estimating the term…
Abstract
Disclosed are system and method for building statistical models of malicious elements of web pages. One exemplary method comprises: obtaining, by a control server, data about malicious elements of web pages; transforming, by the control server, the obtained data into at least one N-dimensional vector; creating, by the control server, at least one cluster based on elements of the at least one N-dimensional vector; and building, by the control server, the statistical model of the malicious elements of the web page based on the created at least one cluster.
Claims21
A method for building statistical models of malicious elements of web pages, the method comprising:
- obtaining, by a control server, data about malicious elements of web pages;
- transforming, by the control server, the obtained data into at least one N-dimensional vector;
- creating, by the control server, at least one cluster based on elements of the at least one N-dimensional vector;
- and
- building, by the control server, the statistical model of the malicious elements of the web page based on the created at least one cluster.
A system for building statistical models of malicious elements of web pages, the system comprising:
- a control server having at least one processor configured to:
- obtain data about malicious elements of web pages;
- transform the obtained data into at least one N-dimensional vector;
- create at least one cluster based on elements of the at least one N-dimensional vector;
- and
- build the statistical model of the malicious elements of the web page based on the created at least one cluster.
A non-transitory computer readable medium storing thereon computer executable instructions for building statistical models of malicious elements of web pages, including instructions for:
- obtaining, by a control server, data about malicious elements of web pages;
- transforming, by the control server, the obtained data into at least one N-dimensional vector;
- creating, by the control server, at least one cluster based on elements of the at least one N-dimensional vector;
- and
- building, by the control server, the statistical model of the malicious elements of the web page based on the created at least one cluster.
Dependencies are inferred from the claim text.